diff --git a/workflow/tests/base_results/EPA_Tests.csv b/workflow/tests/base_results/EPA_Tests.csv
index 88b0476f0..9c08287b4 100644
--- a/workflow/tests/base_results/EPA_Tests.csv
+++ b/workflow/tests/base_results/EPA_Tests.csv
@@ -1,13 +1,13 @@
 [Version] XML,Reference Home ERI,Rated Home ERI
-[MF_National_1.0] MFNCv1_CZ2_FL_gas_ground_corner_slab.xml,67.07,67.07
-[MF_National_1.0] MFNCv1_CZ4_MO_gas_top_corner.xml,74.97,74.97
-[MF_National_1.0] MFNCv1_CZ6_VT_elec_middle_interior.xml,76.78,76.78
-[MF_National_1.1] MFNCv11_CZ2_FL_elec_top_corner.xml,62.11,62.11
-[MF_National_1.1] MFNCv11_CZ4_MO_elec_ground_corner_vented_crawl.xml,64.45,64.45
-[MF_National_1.1] MFNCv11_CZ6_VT_gas_ground_corner_cond_bsmt.xml,63.23,63.23
-[MF_National_1.2] MFNCv12_CZ2_FL_gas_ground_corner_slab.xml,51.43,51.43
-[MF_National_1.2] MFNCv12_CZ4_MO_gas_top_corner.xml,49.61,49.61
-[MF_National_1.2] MFNCv12_CZ6_VT_elec_middle_interior.xml,63.5,63.5
+[MF_National_1.0] MFNCv1_CZ2_FL_gas_ground_corner_slab.xml,66.95,66.95
+[MF_National_1.0] MFNCv1_CZ4_MO_gas_top_corner.xml,74.33,74.33
+[MF_National_1.0] MFNCv1_CZ6_VT_elec_middle_interior.xml,73.32,73.32
+[MF_National_1.1] MFNCv11_CZ2_FL_elec_top_corner.xml,62.02,62.02
+[MF_National_1.1] MFNCv11_CZ4_MO_elec_ground_corner_vented_crawl.xml,64.0,64.0
+[MF_National_1.1] MFNCv11_CZ6_VT_gas_ground_corner_cond_bsmt.xml,62.41,62.41
+[MF_National_1.2] MFNCv12_CZ2_FL_gas_ground_corner_slab.xml,51.34,51.34
+[MF_National_1.2] MFNCv12_CZ4_MO_gas_top_corner.xml,49.16,49.16
+[MF_National_1.2] MFNCv12_CZ6_VT_elec_middle_interior.xml,60.14,60.14
 [SF_National_3.0] SFNHv3_CZ2_FL_gas_slab.xml,73.02,73.02
 [SF_National_3.0] SFNHv3_CZ4_MO_gas_vented_crawl.xml,81.25,81.25
 [SF_National_3.0] SFNHv3_CZ6_VT_elec_cond_bsmt.xml,71.3,71.3
diff --git a/workflow/tests/base_results/real_homes.csv b/workflow/tests/base_results/real_homes.csv
index 0f9c9bdaf..0361a304a 100644
--- a/workflow/tests/base_results/real_homes.csv
+++ b/workflow/tests/base_results/real_homes.csv
@@ -1,15 +1,15 @@
 XML,ERI,REUL Heating (MBtu),REUL Cooling (MBtu),REUL Hot Water (MBtu),EC_r Heating (MBtu),EC_r Cooling (MBtu),EC_r Hot Water (MBtu),EC_x Heating (MBtu),EC_x Cooling (MBtu),EC_x Hot Water (MBtu),EC_x L&A (MBtu),EC_x Vent (MBtu),EC_x Dehumid (MBtu),IAD_Save (%),CO2e Rating Index,ACO2 (lb CO2e),ARCO2 (lb CO2e),IAF RH,ES Reference Home ERI,ES SAF (Size Adjustment Factor),ES SAF Adjusted ERI Target,ES Rated Home ERI,ES Rated Home ERI w/o OPP,ES ENERGY STAR Certification,ZERH Reference Home ERI,ZERH SAF (Size Adjustment Factor),ZERH SAF Adjusted ERI Target,ZERH Rated Home ERI,ZERH Rated Home ERI w/o OPP,ZERH Zero Energy Ready Home Certification,IECC ERI,IECC REUL Heating (MBtu),IECC REUL Cooling (MBtu),IECC REUL Hot Water (MBtu),IECC EC_r Heating (MBtu),IECC EC_r Cooling (MBtu),IECC EC_r Hot Water (MBtu),IECC EC_x Heating (MBtu),IECC EC_x Cooling (MBtu),IECC EC_x Hot Water (MBtu),IECC EC_x L&A (MBtu),IECC EC_x Vent (MBtu),IECC EC_x Dehumid (MBtu),IECC IAD_Save (%)
-house001.xml,62.86,9.08,2.02,6.49,14.51,2.16,12.48,9.33,1.2,9.83,10.06,0.79,0.0,0.21448,71.32,5785.85,7605.33,1.0667,58.48,1.0,58.48,62.86,62.86,0.0,47.34,1.0,47.34,62.86,62.86,0.0,60.17,10.53,1.94,6.49,16.82,2.14,12.5,9.33,1.2,9.83,10.06,0.79,0.0,0.21448
+house001.xml,62.9,9.08,2.02,6.49,14.51,2.16,12.48,9.33,1.2,9.83,10.06,0.79,0.0,0.21322,71.36,5785.85,7603.83,1.0663,55.82,1.0,55.82,62.9,62.9,0.0,46.52,1.0,46.52,62.9,62.9,0.0,60.2,10.53,1.94,6.49,16.82,2.14,12.5,9.33,1.2,9.83,10.06,0.79,0.0,0.21322
 house002.xml,74.57,51.51,21.17,9.54,41.6,12.18,10.56,31.9,6.27,9.45,24.05,0.0,0.0,0.18462,75.61,13121.97,17649.0,0.9834,50.67,1.0,50.67,74.57,74.57,0.0,48.26,1.0,48.26,74.57,74.57,0.0,69.17,59.81,21.26,9.54,48.17,12.71,10.56,31.9,6.27,9.45,24.05,0.0,0.0,0.18462
-house003.xml,62.75,27.3,21.76,8.83,30.61,12.45,16.04,18.97,6.86,7.24,22.14,1.19,0.0,0.24283,73.88,9376.08,12786.32,0.9925,49.05,1.0,49.05,62.75,62.75,0.0,47.12,1.0,47.12,62.75,62.75,0.0,59.5,31.03,21.55,8.83,34.230000000000004,12.9,16.05,18.72,6.85,7.24,22.14,1.14,0.0,0.24283
+house003.xml,62.61,27.3,21.76,8.83,30.61,12.45,16.04,18.880000000000003,6.86,7.24,22.14,1.18,0.0,0.24283,73.74,9356.39,12784.26,0.9925,48.91,1.0,48.91,62.61,62.61,0.0,47.01,1.0,47.01,62.61,62.61,0.0,59.47,31.03,21.55,8.83,34.230000000000004,12.9,16.05,18.700000000000003,6.84,7.24,22.14,1.13,0.0,0.24283
 house004.xml,60.82,49.7,2.79,13.08,46.2,1.44,14.34,29.99,0.31,5.39,16.12,3.1,0.0,0.32008,66.3,4902.67,7080.64,1.0443,56.17,1.0,56.17,60.82,60.82,0.0,48.51,1.0,48.51,60.82,60.82,0.0,55.32,59.55,2.4,13.08,54.8,1.28,14.34,29.99,0.31,5.39,16.12,3.1,0.0,0.32008
-house005.xml,60.19,4.63,4.09,5.79,4.08,2.33,12.12,1.26,1.65,4.06,8.94,1.79,0.0,0.2029,83.14,2687.5,2999.31,1.0778,50.04,1.0,50.04,60.19,60.19,0.0,45.45,1.0,45.45,60.19,60.19,0.0,58.42,5.54,4.01,5.79,4.72,2.34,12.13,1.26,1.65,4.06,8.94,1.79,0.0,0.2029
+house005.xml,60.52,4.67,4.06,5.79,4.1,2.31,12.12,1.26,1.65,4.06,8.94,1.79,0.0,0.2029,83.61,2687.5,2982.32,1.0778,50.04,1.0,50.04,60.52,60.52,0.0,44.92,1.0,44.92,60.52,60.52,0.0,58.73,5.57,3.98,5.79,4.74,2.32,12.14,1.26,1.65,4.06,8.94,1.79,0.0,0.2029
 house006.xml,71.4,31.58,20.72,10.54,23.74,12.02,11.82,16.08,7.46,10.52,21.3,1.46,0.0,0.2395,72.73,10094.8,13623.99,1.0188,45.67,1.0,45.67,71.4,71.4,0.0,43.8,1.0,43.8,71.4,71.4,0.0,69.47,33.74,20.6,10.54,25.46,12.26,11.82,16.08,7.46,10.52,21.3,1.46,0.0,0.2395
-house007.xml,77.04,15.31,4.62,8.85,13.16,2.61,9.87,10.98,0.61,8.48,14.96,1.35,0.0,0.23425,79.29,8887.38,10607.21,1.0567,57.06,1.0,57.06,77.04,77.04,0.0,48.79,1.0,48.79,77.04,77.04,0.0,73.99,17.6,4.48,8.85,14.94,2.59,9.88,10.98,0.61,8.48,14.96,1.35,0.0,0.23425
+house007.xml,77.04,15.31,4.62,8.85,13.16,2.61,9.87,10.98,0.61,8.48,14.96,1.35,0.0,0.23425,79.29,8887.38,10607.21,1.0567,57.06,1.0,57.06,77.04,77.04,0.0,48.03,1.0,48.03,77.04,77.04,0.0,73.99,17.6,4.48,8.85,14.94,2.59,9.88,10.98,0.61,8.48,14.96,1.35,0.0,0.23425
 house008.xml,62.72,96.27,10.33,13.22,153.4,6.79,22.26,81.86,3.53,14.81,37.43,0.33,0.0,0.20001,73.42,24257.2,33975.74,0.9724,51.34,1.0,51.34,62.72,62.72,0.0,46.37,1.0,46.37,62.72,62.72,0.0,57.38,111.27,9.99,13.22,177.3,6.79,22.27,81.86,3.53,14.81,37.43,0.33,0.0,0.20001
 house009.xml,62.21,19.29,42.09,8.99,30.91,25.18,16.38,16.78,13.53,12.35,23.29,0.64,0.0,0.28642,84.89,9976.47,11470.79,1.0245,48.51,1.0,48.51,62.21,62.21,0.0,45.45,1.0,45.45,62.21,62.21,0.0,59.37,21.82,42.49,8.99,34.96,26.18,16.38,16.36,13.43,12.35,23.29,0.59,0.0,0.28642
 house010.xml,62.81,51.870000000000005,137.72,7.12,82.98,76.4,13.58,41.58,41.24,6.14,43.24,2.39,0.0,0.28201,94.93,17056.79,19835.69,0.9059,53.79,1.0,53.79,62.81,62.81,0.0,48.52,1.0,48.52,62.81,62.81,0.0,60.44,58.45,140.94,7.12,93.49000000000001,78.31,13.58,41.58,41.24,6.14,43.24,2.39,0.0,0.28201
-house011.xml,61.74,8.4,6.51,7.89,13.44,4.51,8.9,6.68,1.71,8.2,12.64,0.0,0.0,0.26259,79.0,3440.31,4080.5,1.0673,56.67,1.0,56.67,61.74,61.74,0.0,53.11,1.0,53.11,61.74,61.74,0.0,59.69,9.79,6.4,7.89,15.66,4.52,8.9,6.68,1.71,8.2,12.64,0.0,0.0,0.26259
+house011.xml,61.76,8.4,6.51,7.89,13.44,4.51,8.9,6.68,1.71,8.2,12.64,0.0,0.0,0.26131,79.02,3440.31,4080.5,1.0669,56.55,1.0,56.55,61.76,61.76,0.0,53.04,1.0,53.04,61.76,61.76,0.0,59.71,9.79,6.4,7.89,15.66,4.52,8.9,6.68,1.71,8.2,12.64,0.0,0.0,0.26131
 house012.xml,52.09,34.67,2.59,11.63,29.51,1.47,12.68,10.39,0.49,10.73,14.75,0.0,0.0,0.31688,53.17,5525.34,9931.01,1.0463,51.68,1.0,51.68,52.09,52.09,1.0,44.07,1.0,44.07,52.09,52.09,0.0,48.05,40.72,2.44,11.63,34.43,1.45,12.68,10.39,0.49,10.73,14.75,0.0,0.0,0.31688
 house013.xml,58.87,12.03,1.85,10.35,8.85,0.88,11.96,6.61,0.18,3.38,13.97,0.66,0.0,0.16792,57.5,1700.72,2805.93,1.0542,52.81,1.0,52.81,58.87,58.87,0.0,47.6,1.0,47.6,58.87,58.87,0.0,57.69,13.02,1.75,10.35,9.47,0.84,11.96,6.54,0.19,3.38,13.97,0.64,0.0,0.16792
 house014.xml,54.98,87.78,28.229999999999997,15.51,64.9,15.43,17.2,31.11,6.960000000000001,3.68,36.46,4.19,0.0,0.25775,55.71,9427.74,17153.87,0.9866,48.05,1.0,48.05,54.98,54.98,0.0,45.72,1.0,45.72,54.98,54.98,0.0,50.59,103.21000000000001,27.79,15.51,75.98,15.95,17.2,31.11,6.960000000000001,3.68,36.46,4.19,0.0,0.25775
@@ -38,19 +38,19 @@ house036.xml,67.96,60.62,8.64,8.66,96.7,5.91,15.95,66.61,3.14,9.12,27.96,2.37,0.
 house037.xml,66.92,63.84,6.69,13.22,101.87,4.86,14.55,69.19,2.89,10.99,21.25,0.42,0.0,0.19298,78.12,19037.66,24109.56,1.0107,52.73,1.0,52.73,66.92,66.92,0.0,47.78,1.0,47.78,66.92,66.92,0.0,60.88,73.49,6.48,13.22,117.1,4.88,14.56,67.48,2.9,10.99,21.25,0.36,0.0,0.19298
 house038.xml,64.68,38.480000000000004,39.81,9.93,34.57,22.439999999999998,17.58,23.759999999999998,11.940000000000001,12.25,27.65,0.92,0.0,0.26786,72.94,13801.57,19459.29,0.9724,47.09,1.0,47.09,64.68,64.68,0.0,45.07,1.0,45.07,64.68,64.68,0.0,61.91,42.28,39.71,9.93,37.6,22.97,17.58,23.34,11.83,12.25,27.65,0.82,0.0,0.26786
 house039.xml,49.93,71.8,20.2,16.51,114.53,13.27,29.7,124.72,6.32,24.89,36.28,0.0,0.0,0.09297,205.08,22621.61,11058.09,0.9975,53.95,1.0,53.95,88.3,88.3,0.0,49.4,1.0,49.4,88.3,88.3,0.0,73.28,86.07,20.22,16.51,137.25,13.280000000000001,29.7,124.72,6.32,24.89,36.28,0.0,0.0,0.09297
-house040.xml,63.58,123.63,12.23,11.07,197.05,7.94,19.46,110.5,8.89,15.32,32.38,2.19,0.0,0.18417,74.69,28996.13,40565.52,0.957,52.92,1.0,52.92,63.58,63.58,0.0,49.75,1.0,49.75,63.58,63.58,0.0,58.9,139.5,11.9,11.07,222.28,7.7,19.47,110.5,8.89,15.32,32.38,2.19,0.0,0.18417
+house040.xml,63.53,123.7,12.21,11.07,197.17,7.93,19.46,110.31,8.88,15.32,32.38,2.11,0.0,0.18417,74.66,28943.99,40512.52,0.957,52.69,1.0,52.69,63.53,63.53,0.0,49.54,1.0,49.54,63.53,63.53,0.0,58.85,139.57,11.88,11.07,222.4,7.69,19.47,110.31,8.88,15.32,32.38,2.11,0.0,0.18417
 house041.xml,77.69,24.75,8.16,12.54,39.48,5.2,20.94,27.24,3.89,20.39,23.5,0.0,0.0,0.13022,170.64,9245.97,5294.1,1.0235,52.71,1.0,52.71,77.69,77.69,0.0,46.6,1.0,46.6,77.69,77.69,0.0,74.92,27.46,8.08,12.54,43.79,5.16,20.95,27.24,3.89,20.39,23.5,0.0,0.0,0.13022
 house042.xml,87.15,49.11,21.04,11.39,78.44,12.99,19.74,76.46,9.92,15.57,27.23,0.0,0.0,0.21961,112.81,20258.12,18000.96,0.9976,49.74,1.0,49.74,87.15,87.15,0.0,46.7,1.0,46.7,87.15,87.15,0.0,81.2,56.83,21.03,11.39,90.75,13.42,19.76,76.46,9.92,15.57,27.23,0.0,0.0,0.21961
-house043.xml,-8.66,12.14,5.35,10.49,9.8,2.81,11.8,0.73,1.31,2.59,14.94,0.79,0.0,0.3014,-0.0,-0.07,3977.37,1.035,53.59,1.0,53.59,40.39,40.39,1.0,48.31,1.0,48.31,40.39,40.39,1.0,35.59,16.33,5.24,10.49,12.71,2.77,11.81,0.73,1.31,2.59,14.94,0.79,0.0,0.3014
-house044.xml,69.12,18.7,3.36,6.35,29.87,2.81,7.67,25.08,1.85,5.34,9.53,0.52,0.0,0.16565,77.08,7589.41,9341.05,1.0541,52.39,1.0,52.39,69.12,69.12,0.0,48.63,1.0,48.63,69.12,69.12,0.0,67.03,20.06,3.3,6.35,32.0,2.81,7.67,25.08,1.85,5.34,9.53,0.52,0.0,0.16565
+house043.xml,-8.67,12.16,5.34,10.49,9.81,2.81,11.8,0.73,1.31,2.59,14.94,0.79,0.0,0.3014,-0.0,-0.07,3973.44,1.035,53.31,1.0,53.31,40.43,40.43,1.0,47.81,1.0,47.81,40.43,40.43,1.0,35.62,16.34,5.23,10.49,12.72,2.76,11.81,0.73,1.31,2.59,14.94,0.79,0.0,0.3014
+house044.xml,69.13,18.71,3.36,6.35,29.87,2.81,7.67,25.08,1.85,5.34,9.53,0.52,0.0,0.16565,77.09,7589.41,9339.61,1.0541,52.29,1.0,52.29,69.13,69.13,0.0,48.53,1.0,48.53,69.13,69.13,0.0,67.04,20.06,3.3,6.35,32.0,2.81,7.67,25.08,1.85,5.34,9.53,0.52,0.0,0.16565
 house045.xml,88.94,73.53,42.89,12.22,55.07,24.73,21.3,47.43,17.99,33.34,39.95,4.48,0.0,0.22001,100.18,25297.81,26306.02,0.96,49.32,1.0,49.32,88.94,88.94,0.0,45.51,1.0,45.51,88.94,88.94,0.0,83.41,84.24,42.36,12.22,62.94,25.65,21.3,47.43,17.99,33.34,39.95,4.48,0.0,0.22001
 house046.xml,-4.7,74.24,12.05,12.94,61.78,6.78,13.97,12.97,1.42,10.55,17.63,3.05,0.0,0.27812,9.34,2613.32,28117.48,0.9951,49.94,1.0,49.94,37.03,37.03,1.0,43.97,1.0,43.97,37.03,37.03,1.0,32.28,86.17,11.69,12.94,71.54,6.91,13.97,12.97,1.42,10.55,17.63,3.05,0.0,0.27812
 house047.xml,63.58,31.57,8.97,10.49,50.29,5.55,11.81,44.22,2.29,2.71,21.15,0.37,0.0,0.20941,168.44,10324.13,6103.19,1.0043,58.16,1.0,58.16,63.58,63.58,0.0,52.87,1.0,52.87,63.58,63.58,0.0,58.65,38.11,8.91,10.49,60.69,5.54,11.81,43.71,2.29,2.71,21.15,0.36,0.0,0.20941
 house048.xml,65.99,1.74,66.18,5.61,2.79,37.96,10.95,0.62,25.32,7.59,19.73,0.79,0.0,0.3336,82.63,6709.33,7678.16,1.0575,50.57,1.0,50.57,65.99,65.99,0.0,46.01,1.0,46.01,65.99,65.99,0.0,65.3,1.85,66.37,5.61,2.96,38.12,10.95,0.55,25.11,7.59,19.73,0.66,0.0,0.3336
 house049.xml,52.49,13.25,3.11,7.98,9.75,1.59,16.63,3.29,0.56,8.66,13.12,2.15,0.0,0.22328,90.14,2575.24,2717.62,1.0513,49.08,1.0,49.08,52.49,52.49,0.0,44.25,1.0,44.25,52.49,52.49,0.0,51.48,14.22,3.04,7.98,10.39,1.56,16.63,3.29,0.56,8.66,13.12,2.15,0.0,0.22328
 house050.xml,87.17,20.22,4.93,11.92,32.23,3.23,21.36,14.61,2.8,15.61,22.99,14.05,0.0,0.1657,176.1,7329.31,4096.47,1.016,55.55,1.0,55.55,87.17,87.17,0.0,50.31,1.0,50.31,87.17,87.17,0.0,82.63,23.87,4.67,11.92,38.05,3.12,21.36,14.58,2.79,15.61,22.99,13.97,0.0,0.1657
-house051.xml,55.36,10.48,2.82,9.98,8.0,1.45,18.47,3.91,0.23,8.31,16.7,1.14,0.0,0.17581,92.15,2716.29,2878.92,1.0239,51.73,1.0,51.73,55.36,55.36,0.0,46.73,1.0,46.73,55.36,55.36,0.0,52.94,12.96,2.61,9.98,9.67,1.37,18.47,3.91,0.23,8.31,16.7,1.14,0.0,0.17581
-house052.xml,59.08,12.31,1.71,10.35,9.03,0.82,11.96,4.11,0.12,8.08,13.11,1.26,0.0,0.19248,59.67,1785.27,2827.52,1.0581,53.36,1.0,53.36,59.08,59.08,0.0,48.36,1.0,48.36,59.08,59.08,0.0,57.53,13.74,1.59,10.35,9.96,0.76,11.96,4.11,0.12,8.08,13.11,1.26,0.0,0.19248
+house051.xml,55.38,10.49,2.82,9.98,8.01,1.45,18.47,3.91,0.23,8.31,16.7,1.14,0.0,0.17581,92.18,2716.29,2877.81,1.0239,51.59,1.0,51.59,55.38,55.38,0.0,46.39,1.0,46.39,55.38,55.38,0.0,52.96,12.96,2.61,9.98,9.67,1.37,18.47,3.91,0.23,8.31,16.7,1.14,0.0,0.17581
+house052.xml,59.09,12.31,1.71,10.35,9.03,0.82,11.96,4.11,0.12,8.08,13.11,1.26,0.0,0.19248,59.68,1785.27,2826.99,1.0581,53.25,1.0,53.25,59.09,59.09,0.0,48.21,1.0,48.21,59.09,59.09,0.0,57.53,13.74,1.59,10.35,9.96,0.76,11.96,4.11,0.12,8.08,13.11,1.26,0.0,0.19248
 house053.xml,70.94,20.36,4.77,11.92,32.46,3.16,21.32,21.16,2.02,14.94,22.57,0.96,0.0,0.16633,175.03,7240.7,4066.51,1.0173,55.4,1.0,55.4,70.94,70.94,0.0,50.18,1.0,50.18,70.94,70.94,0.0,66.72,24.16,4.52,11.92,38.51,3.05,21.32,20.6,2.03,14.94,22.57,0.9,0.0,0.16633
 house054.xml,62.17,3.2199999999999998,120.69,7.76,5.17,69.57,13.56,1.69,43.620000000000005,6.47,28.18,1.52,0.0,0.33458,71.29,9742.93,13364.6,1.0226,49.65,1.0,49.65,62.17,62.17,0.0,44.99,1.0,44.99,62.17,62.17,0.0,61.63,3.4699999999999998,121.22,7.76,5.5600000000000005,69.99,13.56,1.6,43.480000000000004,6.47,28.18,1.46,0.0,0.33458
 house055.xml,63.35,1.76,65.51,5.61,2.82,37.48,10.68,1.21,24.25,5.91,18.6,1.03,0.0,0.33869,75.68,6123.88,7633.91,1.06,48.76,1.0,48.76,63.35,63.35,0.0,44.32,1.0,44.32,63.35,63.35,0.0,63.1,1.83,65.65,5.61,2.93,37.6,10.68,1.18,24.23,5.91,18.6,1.01,0.0,0.33869
@@ -59,8 +59,8 @@ house057.xml,82.68,17.86,4.12,9.98,28.47,2.82,11.54,16.12,2.93,3.24,19.13,12.04,
 house058.xml,64.48,3.14,82.82,6.7,5.03,47.9,12.51,1.6,29.31,10.89,21.41,0.99,0.0,0.33359,79.35,7798.01,9707.3,1.0124,50.47,1.0,50.47,64.48,64.48,0.0,45.84,1.0,45.84,64.48,64.48,0.0,63.21,3.67,83.86,6.7,5.87,48.68,12.51,1.48,29.15,10.89,21.41,0.91,0.0,0.33359
 house059.xml,55.68,7.23,2.94,7.98,5.69,1.48,15.03,2.72,0.45,6.95,14.27,0.13,0.0,0.1901,105.15,2426.76,2150.04,1.0734,50.65,1.0,50.65,55.68,55.68,0.0,46.45,1.0,46.45,55.68,55.68,0.0,54.77,7.9,2.86,7.98,6.12,1.45,15.05,2.68,0.45,6.95,14.27,0.12,0.0,0.1901
 house060.xml,69.74,30.94,33.66,11.51,49.52,20.259999999999998,19.93,38.8,11.84,13.8,27.47,0.0,0.0,0.23113,87.03,15130.83,17200.83,1.0107,49.65,1.0,49.65,69.74,69.74,0.0,46.07,1.0,46.07,69.74,69.74,0.0,67.71,33.8,33.52,11.51,54.07,20.65,19.94,38.8,11.84,13.8,27.47,0.0,0.0,0.23113
-house061.xml,66.16,4.53,3.08,5.79,7.23,1.79,6.8,9.31,0.44,4.66,9.07,0.18,0.0,0.20512,92.91,2933.83,2962.99,1.0657,62.2,1.0,62.2,66.16,66.16,0.0,51.67,1.0,51.67,66.16,66.16,0.0,64.02,5.55,3.01,5.79,8.86,1.79,6.81,9.31,0.44,4.66,9.07,0.18,0.0,0.20512
-house062.xml,74.3,9.32,8.96,5.19,7.22,5.12,6.19,7.86,3.53,4.76,9.72,0.0,0.0,0.24827,74.91,4568.17,5729.56,1.0644,49.61,1.0,49.61,74.3,74.3,0.0,46.09,1.0,46.09,74.3,74.3,0.0,73.94,9.5,8.94,5.19,7.34,5.14,6.19,7.86,3.53,4.76,9.72,0.0,0.0,0.24827
+house061.xml,66.56,4.56,3.06,5.79,7.28,1.78,6.8,9.31,0.44,4.66,9.07,0.18,0.0,0.20355,93.48,2933.83,2946.5,1.0651,59.92,1.0,59.92,66.56,66.56,0.0,50.94,1.0,50.94,66.56,66.56,0.0,64.37,5.59,2.99,5.79,8.91,1.78,6.81,9.31,0.44,4.66,9.07,0.18,0.0,0.20355
+house062.xml,74.3,9.32,8.96,5.19,7.22,5.12,6.19,7.86,3.53,4.76,9.72,0.0,0.0,0.24827,74.91,4568.17,5729.56,1.0644,49.33,1.0,49.33,74.3,74.3,0.0,45.87,1.0,45.87,74.3,74.3,0.0,73.94,9.5,8.94,5.19,7.34,5.14,6.19,7.86,3.53,4.76,9.72,0.0,0.0,0.24827
 house063.xml,77.83,16.03,40.12,6.02,25.67,23.63,12.48,21.79,15.83,9.48,20.91,4.23,0.0,0.25386,104.51,10777.22,10255.08,1.0056,48.88,1.0,48.88,77.83,77.83,0.0,46.1,1.0,46.1,77.83,77.83,0.0,75.46,17.12,40.28,6.02,27.42,24.09,12.48,21.26,15.7,9.48,20.91,3.98,0.0,0.25386
 house064.xml,70.44,14.03,32.39,6.02,22.48,19.15,12.18,17.09,12.27,8.4,16.88,2.42,0.0,0.27504,95.85,8514.99,8539.93,1.0402,53.48,1.0,53.48,70.44,70.44,0.0,50.28,1.0,50.28,70.44,70.44,0.0,67.79,14.97,32.52,6.02,23.97,19.54,12.18,16.45,12.12,8.4,16.88,2.05,0.0,0.27504
 house065.xml,76.06,15.85,42.08,8.99,25.39,25.35,16.33,23.05,16.23,12.28,24.39,4.77,0.0,0.25282,102.08,12019.78,11372.24,1.0354,47.62,1.0,47.62,76.06,76.06,0.0,44.93,1.0,44.93,76.06,76.06,0.0,74.06,17.0,42.26,8.99,27.24,25.81,16.33,22.59,16.13,12.28,24.39,4.57,0.0,0.25282
@@ -74,8 +74,8 @@ house072.xml,60.86,87.4,1.17,10.46,136.95000000000002,1.73,18.75,87.08,0.94,11.4
 house073.xml,32.38,116.91,26.41,11.78,96.21000000000001,14.84,26.82,24.93,12.93,32.48,44.5,3.05,0.0,0.16567,68.64,13574.94,20746.98,0.9533,50.07,1.0,50.07,54.01,54.01,0.0,47.26,1.0,47.26,54.01,54.01,0.0,46.48,133.53,26.08,11.78,110.06,15.41,26.85,24.93,12.93,32.48,44.5,3.05,0.0,0.16567
 house074.xml,72.27,14.0,33.43,7.53,10.24,19.53,8.68,6.23,13.35,6.54,21.4,0.83,0.0,0.24424,73.99,7229.3,9278.57,1.053,43.73,1.0,43.73,72.27,72.27,0.0,42.07,1.0,42.07,72.27,72.27,0.0,70.53,15.12,33.57,7.53,10.99,19.97,8.68,6.19,13.32,6.54,21.4,0.8,0.0,0.24424
 house075.xml,64.51,31.57,15.71,11.39,50.45,9.98,19.41,31.46,5.23,18.51,17.85,0.0,0.0,0.21678,85.62,11409.83,12849.2,1.0372,46.34,1.0,46.34,64.51,64.51,0.0,43.59,1.0,43.59,64.51,64.51,0.0,61.36,35.46,15.71,11.39,56.66,10.21,19.42,31.46,5.23,18.51,17.85,0.0,0.0,0.21678
-house076.xml,65.36,6.58,4.87,5.79,10.49,3.47,12.13,9.05,2.09,7.24,10.13,0.71,0.0,0.181,109.1,3884.22,3365.19,1.0579,52.53,1.0,52.53,65.36,65.36,0.0,47.4,1.0,47.4,65.36,65.36,0.0,63.79,7.43,4.79,5.79,11.85,3.47,12.14,9.05,2.09,7.24,10.13,0.71,0.0,0.181
-house077.xml,77.38,8.58,5.14,8.66,13.72,3.67,9.53,9.12,1.9,7.33,9.98,7.89,0.0,0.20813,82.19,7461.65,8480.49,1.0705,56.06,1.0,56.06,77.38,77.38,0.0,46.74,1.0,46.74,77.38,77.38,0.0,74.47,10.17,4.96,8.66,16.24,3.64,9.54,9.08,1.9,7.33,9.98,7.89,0.0,0.20813
+house076.xml,65.69,6.61,4.85,5.79,10.54,3.46,12.13,9.05,2.09,7.24,10.13,0.71,0.0,0.17942,109.68,3884.22,3349.01,1.0574,52.56,1.0,52.56,65.69,65.69,0.0,46.87,1.0,46.87,65.69,65.69,0.0,64.08,7.46,4.77,5.79,11.9,3.46,12.14,9.05,2.09,7.24,10.13,0.71,0.0,0.17942
+house077.xml,77.43,8.59,5.14,8.66,13.72,3.67,9.53,9.12,1.9,7.33,9.98,7.89,0.0,0.20678,82.25,7461.65,8478.23,1.0701,56.09,1.0,56.09,77.43,77.43,0.0,46.33,1.0,46.33,77.43,77.43,0.0,74.51,10.17,4.96,8.66,16.24,3.64,9.54,9.08,1.9,7.33,9.98,7.89,0.0,0.20678
 house078.xml,57.17,29.41,57.23,8.99,47.12,32.81,16.27,23.26,17.33,9.48,27.77,0.6,0.0,0.26781,78.87,11821.67,15183.26,0.9872,53.43,1.0,53.43,57.17,57.17,0.0,50.27,1.0,50.27,57.17,57.17,0.0,54.58,33.44,57.81,8.99,53.57,34.24,16.27,23.26,17.33,9.48,27.77,0.6,0.0,0.26781
 house079.xml,49.4,44.96,2.88,10.35,31.580000000000002,1.43,12.36,12.969999999999999,0.1,3.25,22.67,0.0,0.0,0.21664,49.42,2724.63,5675.52,0.9713,55.85,1.0,55.85,49.4,49.4,1.0,50.5,1.0,50.5,49.4,49.4,1.0,45.56,53.54,2.51,10.35,37.2,1.27,12.36,12.969999999999999,0.1,3.25,22.67,0.0,0.0,0.21664
 house080.xml,41.1,31.17,63.31,8.99,22.73,37.19,10.84,6.7,12.53,1.83,23.91,1.35,0.0,0.27981,42.93,7014.45,16794.21,0.973,46.21,1.0,46.21,41.1,41.1,1.0,44.48,1.0,44.48,41.1,41.1,1.0,38.94,36.209999999999994,64.2,8.99,26.15,39.28,10.84,6.7,12.53,1.83,23.91,1.35,0.0,0.27981
diff --git a/workflow/tests/base_results/sample_files.csv b/workflow/tests/base_results/sample_files.csv
index e6f5323e9..83886a0d1 100644
--- a/workflow/tests/base_results/sample_files.csv
+++ b/workflow/tests/base_results/sample_files.csv
@@ -15,28 +15,28 @@ base-atticroof-flat.xml,71.37,29.29,8.56,10.49,46.65,5.24,11.52,32.1,3.91,9.02,2
 base-atticroof-radiant-barrier.xml,72.95,9.39,26.65,7.53,15.05,15.84,8.51,6.94,13.99,6.72,15.13,0.0,0.0,0.22811,78.77,6304.3,7545.78,1.0606,46.94,1.0,46.94,72.95,72.95,0.0,44.1,1.0,44.1,72.95,72.95,0.0,71.96,9.9,26.72,7.53,15.86,16.03,8.51,6.94,13.99,6.72,15.13,0.0,0.0,0.22811
 base-atticroof-unvented-insulated-roof.xml,74.09,29.51,8.31,10.49,47.03,5.17,11.53,35.09,4.15,9.02,21.28,0.0,0.0,0.1867,142.76,7914.63,5495.15,1.0089,56.51,1.0,56.51,74.09,74.09,0.0,50.8,1.0,50.8,74.09,74.09,0.0,70.33,33.6,8.25,10.49,53.52,5.15,11.53,35.09,4.15,9.02,21.28,0.0,0.0,0.1867
 base-atticroof-vented.xml,76.42,30.04,8.11,10.49,47.87,5.07,11.83,38.41,4.34,9.19,21.28,0.0,0.0,0.22173,150.14,8416.16,5547.13,1.0106,57.26,1.0,57.26,76.42,76.42,0.0,51.7,1.0,51.7,76.42,76.42,0.0,72.55,34.14,8.05,10.49,54.39,5.05,11.83,38.41,4.34,9.19,21.28,0.0,0.0,0.22173
-base-bldgtype-mf-unit-adjacent-to-multiple.xml,72.85,7.78,5.19,10.49,12.44,3.55,11.51,10.92,2.41,9.57,13.08,0.0,0.0,0.21463,108.64,3626.8,3076.07,1.0853,70.41,1.0,70.41,72.85,72.85,0.0,59.03,1.0,59.03,72.85,72.85,0.0,71.15,8.77,5.14,10.49,14.02,3.52,11.51,10.92,2.41,9.57,13.08,0.0,0.0,0.21463
-base-bldgtype-mf-unit-location-portland-or.xml,71.32,3.38,3.51,9.98,5.41,2.44,10.99,1.72,2.26,9.1,13.08,0.0,0.0,0.18327,78.05,2227.55,2661.18,1.0724,65.05,1.0,65.05,71.32,71.32,0.0,51.54,1.0,51.54,71.32,71.32,0.0,70.52,3.82,3.39,9.98,6.12,2.39,10.99,1.72,2.26,9.1,13.08,0.0,0.0,0.18327
-base-bldgtype-mf-unit-shared-boiler-only-baseboard.xml,69.98,5.34,5.98,10.49,8.78,3.91,11.5,3.08,3.77,9.55,13.08,0.0,0.0,0.22288,77.8,2572.23,3036.78,1.0887,62.13,1.0,62.13,69.98,69.98,0.0,51.39,1.0,51.39,69.98,69.98,0.0,68.45,6.26,5.87,10.49,10.26,3.86,11.5,3.08,3.77,9.55,13.08,0.0,0.0,0.22288
-base-bldgtype-mf-unit-shared-boiler-only-fan-coil-ducted.xml,70.26,5.34,5.98,10.49,8.78,3.91,11.5,3.3,3.77,9.55,13.08,0.0,0.0,0.22288,78.61,2598.87,3036.78,1.0887,62.29,1.0,62.29,70.26,70.26,0.0,51.48,1.0,51.48,70.26,70.26,0.0,68.72,6.26,5.87,10.49,10.26,3.86,11.5,3.3,3.77,9.55,13.08,0.0,0.0,0.22288
-base-bldgtype-mf-unit-shared-boiler-only-fan-coil.xml,70.02,5.34,5.98,10.49,8.78,3.91,11.5,3.11,3.77,9.55,13.08,0.0,0.0,0.22288,77.72,2569.58,3036.78,1.0887,62.29,1.0,62.29,70.02,70.02,0.0,51.48,1.0,51.48,70.02,70.02,0.0,68.49,6.26,5.87,10.49,10.26,3.86,11.5,3.11,3.77,9.55,13.08,0.0,0.0,0.22288
-base-bldgtype-mf-unit-shared-boiler-only-water-loop-heat-pump.xml,69.48,5.34,5.97,10.49,8.45,3.91,11.5,2.58,3.77,9.55,13.08,0.0,0.0,0.21909,75.42,2489.93,3036.78,1.0871,61.09,1.0,61.09,69.48,70.93,0.0,50.98,1.0,50.98,69.48,70.93,0.0,67.98,6.25,5.87,10.49,9.74,3.86,11.5,2.58,3.77,9.55,13.08,0.0,0.0,0.21909
-base-bldgtype-mf-unit-shared-chiller-only-baseboard.xml,69.22,5.34,5.98,10.49,8.51,3.91,11.5,4.22,2.89,9.55,13.08,0.0,0.0,0.21498,81.07,2672.41,3036.78,1.0854,67.52,1.0,67.52,69.22,69.22,0.0,52.37,1.0,52.37,69.22,69.22,0.0,67.72,6.26,5.87,10.49,9.97,3.86,11.5,4.22,2.89,9.55,13.08,0.0,0.0,0.21498
-base-bldgtype-mf-unit-shared-chiller-only-fan-coil-ducted.xml,71.13,5.34,5.98,10.49,8.51,3.91,11.5,4.22,3.41,9.55,13.08,0.0,0.0,0.21498,82.24,2710.95,3036.78,1.0854,68.01,1.0,68.01,71.13,71.13,0.0,52.83,1.0,52.83,71.13,71.13,0.0,69.58,6.26,5.87,10.49,9.97,3.86,11.5,4.22,3.41,9.55,13.08,0.0,0.0,0.21498
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+base-bldgtype-sfa-unit.xml,76.14,17.77,5.74,10.49,28.33,3.85,11.52,23.75,3.23,9.29,17.18,0.0,0.0,0.22149,135.6,5890.32,4182.74,1.0385,56.25,1.0,56.25,76.14,76.14,0.0,50.65,1.0,50.65,76.14,76.14,0.0,72.69,20.46,5.67,10.49,32.62,3.83,11.53,23.75,3.23,9.29,17.18,0.0,0.0,0.22149
 base-dhw-combi-tankless.xml,64.49,28.79,8.58,10.49,47.16,5.33,18.31,32.17,4.64,10.29,21.28,0.0,0.0,0.23006,146.05,8340.47,5648.96,1.011,55.08,1.0,55.08,64.49,64.49,0.0,49.53,1.0,49.53,64.49,64.49,0.0,61.28,32.85,8.51,10.49,53.66,5.31,18.32,32.17,4.64,10.29,21.28,0.0,0.0,0.23006
 base-dhw-desuperheater.xml,83.18,29.51,8.31,10.49,47.0,5.2,11.53,44.22,5.17,6.97,21.28,0.0,0.0,0.22185,160.23,9146.86,5648.96,1.0106,71.49,1.0,71.49,83.18,83.18,0.0,62.0,1.0,62.0,83.18,83.18,0.0,78.95,33.6,8.25,10.49,53.5,5.18,11.53,44.22,5.17,6.97,21.28,0.0,0.0,0.22185
 base-dhw-dwhr.xml,75.5,29.51,8.31,10.49,47.03,5.17,11.53,38.54,4.92,6.75,21.28,0.0,0.0,0.22149,149.25,8287.82,5495.15,1.0105,56.51,1.0,56.51,75.5,75.5,0.0,50.8,1.0,50.8,75.5,75.5,0.0,71.67,33.6,8.25,10.49,53.52,5.15,11.53,38.54,4.92,6.75,21.28,0.0,0.0,0.22149